{"id":"W2996447623","doi":"10.1007/978-3-030-37484-6_3","title":"NewYouthHack: Using Design Thinking to Reimagine Settlement Services for New Canadians","year":2019,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Persona Design and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brampton Civic Hospital; McMaster University","funders":"","keywords":"Outreach; Computer science; World Wide Web; Software; Process (computing); Iterative and incremental development; Online community; User story; Iterative design; Software engineering; Software development; Engineering; Programming language; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002129124,0.0006003146,0.0002445152,0.001399446,0.01686407,0.01018022,0.002189124,0.002007937,0.02916785],"category_scores_gemma":[0.002822629,0.0004318984,0.0003768904,0.001485046,0.004576279,0.003160858,0.003105212,0.002412377,0.00215929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05577183,"about_ca_system_score_gemma":0.1077808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.903589,"about_ca_topic_score_gemma":0.9777386,"domain_scores_codex":[0.9983366,0.0002594456,0.00002684028,0.0001074217,0.0007107545,0.0005589198],"domain_scores_gemma":[0.9987255,0.0001419968,0.00003670578,0.00005971299,0.0005984576,0.0004376378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006744947,0.0001505797,0.004712845,0.0002341815,0.00001686515,0.0006372254,0.05346502,0.003964057,0.002345949,0.4067594,0.2454267,0.2822196],"study_design_scores_gemma":[0.00001167122,0.00003529017,0.001586061,0.0002109342,0.00001975712,0.0001142229,0.04077867,0.001885091,0.0007133268,0.01502034,0.9395836,0.00004113145],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04485347,0.001998505,0.04082546,0.02354843,0.001054175,0.000420224,0.0003835689,0.001268217,0.885648],"genre_scores_gemma":[0.2980335,0.00222932,0.08305161,0.002353465,0.00005889548,0.0001838337,0.0003267374,0.0007755065,0.6129871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09641099,"threshold_uncertainty_score":0.4046548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07748648024417958,"score_gpt":0.3086448030610213,"score_spread":0.2311583228168417,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}